Source code for gemseo.mlearning.regression.algos.thin_plate_spline

# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
#
# This program is free software; you can redistribute it and/or
# modify it under the terms of the GNU Lesser General Public
# License version 3 as published by the Free Software Foundation.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
# Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with this program; if not, write to the Free Software Foundation,
# Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
# Contributors:
#    INITIAL AUTHORS - initial API and implementation and/or initial
#                         documentation
#        :author: Matthias
#    OTHER AUTHORS   - MACROSCOPIC CHANGES
"""Thin plate spline (TPS) regression."""

from __future__ import annotations

from typing import ClassVar

from gemseo.mlearning.regression.algos.rbf import RBFRegressor
from gemseo.mlearning.regression.algos.thin_plate_spline_settings import (
    TPSRegressor_Settings,
)




class TPSRegressor(RBFRegressor):
    """Thin plate spline (TPS) regression."""

    SHORT_ALGO_NAME: ClassVar[str] = "TPS"

    Settings: ClassVar[type[TPSRegressor_Settings]] = TPSRegressor_Settings